Data Mining : Konsep dan Aplikasi

1.1. Data Mining : Apa dan Mengapa? ............................. 1

1.2. Fungsi Data Mining ...................................................... 3

Bab 2 - Proses Datamining ...................................................... 5

2.1. Proses Data Mining ....................................................... 5

2.2. Model Cross Standar Ptocess Industrial Data Mining/

CRISP-DM ...................................................................... 8

Bab 3 - Memahami Data .......................................................... 13

3.1. Macam-macam data ...................................................... 13

3.2. Macam-macam atribut .................................................. 15

3.3. Statistik diskriptif data .................................................. 21

Bab 4 - Pemrosesan Awal data ................................................ 23

4.1. Pengantar pemrosesan awal data ................................ 23

4.2. Membersihkan data ....................................................... 27

4.3. Transformasi data .......................................................... 27

4.4. Integerasi Data ............................................................... 28

4.5. Normalisasi Data ........................................................... 28

4.6. Memasukkan data yang hilang (Missing Data) ......... 29

4.7. Identifikasi noise ............................................................ 29